{"id":"W4408951698","doi":"10.1109/mwc.001.2400164","title":"CRoss-MODAL Communications For Holographic Video Streaming","year":2025,"lang":"en","type":"article","venue":"IEEE Wireless Communications","topic":"Semiconductor Lasers and Optical Devices","field":"Engineering","cited_by":4,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Waterloo","funders":"European Research Consortium for Informatics and Mathematics","keywords":"Computer science; Holography; Modal; Video streaming; Computer graphics (images); Multimedia; Telecommunications; Real-time computing; Optics","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.000170761,0.0001700044,0.0002209007,0.000186672,0.0005445697,0.0001295141,0.002148673,0.0001396419,0.00001097098],"category_scores_gemma":[0.00004614928,0.0001847784,0.0001355854,0.000522709,0.0004477116,0.000200801,0.0002274054,0.0003196917,0.00001584937],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00005854443,"about_ca_system_score_gemma":0.00003164582,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.00004817729,"about_ca_topic_score_gemma":0.0002435297,"domain_scores_codex":[0.999065,0.00005174055,0.0003678478,0.0001694646,0.00007286911,0.0002730154],"domain_scores_gemma":[0.9955212,0.0009268013,0.00004355651,0.003287903,0.0001517639,0.00006870407],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"theoretical_or_conceptual","study_design_gemma":"simulation_or_modeling","study_design_scores_codex":[0.00005062636,0.00120204,0.05586302,0.000931724,0.001451415,0.000001872877,0.001642108,0.01126031,0.1537472,0.6355569,0.01099793,0.1272949],"study_design_scores_gemma":[0.001906765,0.00005856639,0.03378518,0.0004849238,0.0002759053,0.000005274853,0.0007715452,0.7661668,0.0135988,0.01060072,0.1712761,0.001069407],"study_design_candidate":"simulation_or_modeling","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9308612,0.008413873,0.02016627,0.002222802,0.0009478504,0.001009109,0.0002922424,0.001297848,0.03478884],"genre_scores_gemma":[0.9879228,0.001884523,0.009137536,0.00018865,0.00002623582,0.0004392536,0.0001265266,0.0000316997,0.0002427385],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.7549065,"threshold_uncertainty_score":0.7535043,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.0311136182083214,"score_gpt":0.3187827120049906,"score_spread":0.2876690937966692,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}